Non-standard central limit conjecture for the edge-triangle model

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Let SnS_n be the number of non-zero elements of the random adjacency matrix under Pn;α,h\mathbb{P}_{n;\alpha,h}, let (αc,hc)(\alpha_c,h_c) be the critical point, and let u∗(αc,hc)u^*(\alpha_c,h_c) denote the corresponding limiting edge density. Let YY be a random variable with Lebesgue density proportional to e−8164y4e^{-\frac{81}{64}y^4}. Non-standard central limit conjecture. At the critical point (α,h)=(αc,hc)(\alpha,h)=(\alpha_c,h_c), one has

2 Sn−n22u∗(αc,hc)n3/2→  d  Y2\,\frac{S_n-\frac{n^2}{2}u^*(\alpha_c,h_c)}{n^{3/2}}\xrightarrow{\;\mathrm{d}\;}Y

with respect to Pn;αc,hc\mathbb{P}_{n;\alpha_c,h_c} as n→+∞n\to+\infty. The conjecture predicts critical fluctuations in the edge-triangle model matching those of its mean-field approximation; technical difficulties prevent the authors from proving this result.

References

Primary source

Alessandra Bianchi, Francesca Collet and Elena Magnanini, “Limit theorems for exponential random graphs”, arXiv:2105.06312 (2023).

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